The MCP Server Directory
Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.
What this is
The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.
Sap Analytics
6.4/10Read-only MCP server for the SAP analytics services market — firms, contract radar, day rates, concepts, studies. Hosted, no install.
MCP Server
4.9/10AI-native team workspace — tables, documents, workflow automation, live dashboards & analytics
MCP Server
4.9/10Manage deep links, attribution, analytics, and campaigns on Grovs — open-source Branch alternative.
MCP Server
4.9/10AI marketing agent for Google Ads, Meta, GA4, TikTok, LinkedIn, Shopify, HubSpot and more.
Sociality MCP
4.9/10Social media analytics, post insights, and competitor benchmarking for AI agents.
MCP Server
4.9/10Portfolio risk analytics — VaR, Monte Carlo, optimization, options Greeks, stress testing.
Youtube Studio
4.9/10Hosted MCP for YouTube Studio: uploads, metadata, playlists, comments, analytics, captions.
Olympus Bets Analytics
4.9/10Quant sports analytics: 19 read-only tools across 12 leagues, projections, methods, track record.
MCP Server
4.9/10Access your app analytics, ASO tools, and app market intelligence with Appfigures.
Engineering Analytics
4.9/10Generate answers & visualizations from your engineering data to track software development health.
Munin
4.9/10Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS, Outreach, Analytics
Netsuite Link
4.9/10BETA — Run SuiteQL, read/write NetSuite records, query SuiteAnalytics, and run saved bookmarks.
MCP Server
4.9/10AIOProductOS: revenue, feedback, work and analytics on one customer record. 71 tools, 3 apps.
Apivideo
4.9/10Manage videos and live streams, inspect captions, players and webhooks, and read play analytics.
Portkey
4.9/10Read AI-gateway analytics, configs, virtual keys, workspaces and users; log request feedback.
Short Link
4.9/10Official PicSee MCP server for short links, link management, click analytics, and optional OAuth.
Analytics Operations
4.9/10AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chats.
Plausible Analytics
4.9/10Query site stats, realtime visitors, breakdowns and goals from Plausible Analytics.
MCP Server
4.9/10Query your Betterlytics web analytics from AI agents: traffic, funnels, journeys, errors, uptime.
MCP Server
4.9/10Creator discovery & analytics across YouTube, Instagram, TikTok (30M+) + brand/sponsor intel.
Data
4.9/10Paste-your-data analytics: CSV profiling, A/B tests, correlation, growth. 4 of 7 free.
MCP Server
4.9/10Cookieless dashboard aggregates for Claude and Cursor. No visitor hashes. Starter and Growth.
Analytics
4.9/10Privacy-first, cookieless web analytics: traffic, sources, pages, goals, funnels and site setup.
Adloop
4.9/10Google Ads, Reddit Ads, GA4 and Tag Manager in your AI client, with a preview before every change.
Discovery
4.9/10PeopleAnalyst's free people-analytics feeds: answers, tools, evidence, story and scene catalogs.
Admin
4.9/10Official ImageKit admin server: manage origins, URL endpoints, account usage and usage analytics.
Developer Cabinet
4.9/10Publish HTML5 games in seconds from an AI agent: audience, monetization, analytics.
Limonene
4.9/10Read-only Amazon seller analytics: sales, Buy Box, FBA inventory, alerts, revenue and fees.
Osboon
4.9/10Read-only AI access to Osboon business card analytics, viewers, links, connections and contacts.
Businessmcp
4.9/10Your whole business as one MCP server: analytics, CRM, SEO, ads, revenue. Scoped per data class.
Heymetra
4.9/10Ask across your ads, analytics, store, CRM and subscription accounts; writes wait for approval.
MCP Server
4.9/10Read-only Shopify and WooCommerce profit analytics: P&L, COGS, product margins, ROAS and LTV.
Tape
4.9/10Live Hyperliquid perps analytics for agents: funding, OI, whale prints, leaderboard, wallet risk.
Platform
4.9/10Social media management, multi-platform publishing, AI generation, and cross-channel analytics.
MCP Server
4.9/10Manage business listings, reviews, posts and local analytics across 50 plus sites
Google Analytics Ga4
4.9/10Ask your Google Analytics 4 property how the site is doing: traffic, pages, events, audit.
Dub
4.9/10Short links with click, lead and sale analytics, customers, tags and the partner programme.
Unkey
4.9/10Manage API keys, identities, permissions, rate-limit overrides and verification analytics.
MCP Server
4.9/10Video hosting: upload, organize and configure videos, analytics, AI subtitles and Shorts.
Formo
4.9/10Onchain product analytics: events, wallets, funnels, retention, revenue, and dashboards.
Beehiiv
4.9/10Manage beehiiv newsletters, posts, podcasts, community, subscribers, and analytics.
Slicktext
4.9/10Read SlickText contacts, lists, campaigns, analytics and inbox; create and update contacts.
Fathom Analytics
4.9/10Query Fathom Analytics sites, stats, current visitors and events, and manage sites and events.
Analytics
4.7/10The statistical analyst in your AI chat — validated, citable, re-runnable analysis of your data.
Ads
4.7/10Manage Google, Meta, Amazon, TikTok, LinkedIn & ChatGPT ads. 430 tools for campaigns & analytics.
Server
4.7/10Manage videos, playlists, analytics, and monetization for OTT streaming services.
MCP Server
4.7/10Provides access to live sports data and analytics from BALLDONTLIE: The Sports API
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New servers, score changes, breakages
Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.
Four dimensions, weighted
- Reliability (30%) — repository present, permissive license, not archived, official status.
- Documentation (20%) — description length, website presence, README quality.
- Maintenance (25%) — how recently the code was pushed; versioning discipline.
- Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.
What is MCP?
MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.
Where does the data come from?
Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.
How are servers scored?
Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".
Is this affiliated with Anthropic?
No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.
How often does the directory update?
The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.
Is it free?
Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.